KNOWLEDGE TRANSFER FROM WEAKLY LABELED AUDIO USING CONVOLUTIONAL NEURAL NETWORK FOR SOUND EVENTS AND SCENES. pdf
Authors: Anurag Kumar, Maksim Khadkevich, Christian Fügen
Area Under ROC Curves (AUC)
![average Precision](./auc4.png)
Figure compared AP of \(\mathcal{N}_S\) and \(\mathcal{N}_S^{slat}\). The Index of sound events 1 to 50 is shown below. The first column is Index in the above figure, second is the event id (magenta) as used in Audioset dataset and third (blue) is sound event name
1 /m/05x_td Air horn- truck horn
2 /m/04wptg Wedding music
3 /t/dd00013 Children playing
4 /m/07ptfmf Stir
5 /m/01xq0k1 Cattle- bovinae
6 /m/0fx9l Microwave oven
7 /m/06hck5 Steam whistle
8 /m/02x984l Mechanical fan
9 /m/03cczk Chewing- mastication
10 /m/0lyf6 Breathing
11 /m/07qf0zm Howl
12 /m/07sq110 Belly laugh
13 /m/081rb Writing
14 /m/039jq Glass
15 /m/07rjzl8 Slam
16 /m/04s8yn Crow
17 /m/07szfh9 Cacophony
18 /m/09xqv Cricket
19 /m/0261r1 Babbling
20 /t/dd00001 Baby laughter
21 /m/06q74 Ship
22 /m/02g901 Electric shaver- electric razor
23 /m/01b9nn Reverberation
24 /m/07ryjzk Slap- smack
25 /m/01b_21 Cough
26 /m/023pjk Cutlery- silverware
27 /m/0gvgw0 Air brake
28 /m/0l14t7 Singing bowl
29 /m/07qyrcz Plop
30 /m/07svc2k Gobble
31 /m/0f8s22 Chime
32 /m/0c3f7m Fire alarm
33 /m/02p3nc Hiccup
34 /m/07rrlb6 Splash- splatter
35 /m/04cvmfc Roar
36 /m/030rvx Buzzer
37 /m/0_1c Artillery fire
38 /m/068zj Pig
39 /m/0l156b Steelpan
40 /m/07r660_ Giggle
41 /m/0cj0r Pink noise
42 /m/02l6bg Propeller- airscrew
43 /m/02y_763 Sliding door
44 /m/01jg02 Heart sounds- heartbeat
45 /m/07qn4z3 Rattle
46 /m/0dl83 Arrow
47 /t/dd00036 Angry music
48 /t/dd00130 Engine starting
49 /m/01hnzm Ringtone
50 /m/01rd7k Turkey